Agentset records 6,469 monthly visits with -29.3% month-over-month growth and Freemium, Contact for Pricing pricing. Ollama records 9,421,973 monthly visits with +4.3% growth and Free, Freemium, Paid pricing.
Open-source RAG platform for reliable AI chat and search
Run and build with open AI models locally or in the cloud
| Dimension / Metric | | |
|---|---|---|
| Official Domain | agentset.ai | ollama.com |
| Pricing Model | Freemium, Contact for Pricing | Free, Freemium, Paid |
| Monthly Visits | 6.47K (6,469) | 9.42M (9,421,973) |
| MoM Traffic Delta | -2.68K (-29.3%) | +389.71K (+4.3%) |
| Primary Market & Share | 🇺🇸 United States (33.6%) | 🇨🇳 China (15.9%) |
| Direct Visits / mo | 2.57K | 4.02M |
| User Rating | 4.6 | 4.8 |
| Supported Platforms | Website | app, open-source, website |
Open-source RAG platform for reliable AI chat and search
Combines agentic reasoning with hybrid search and reranking to produce accurate answers even on large, messy document sets.
Every answer includes references to the source passages, so users can verify where an answer came from.
Indexes text plus images, charts, tables and 22+ file formats such as PDF, DOCX, XLSX, PPTX, HTML and EML via ready-made SDKs.
Plug in your own LLM, embedding model and vector database, including OpenAI, Anthropic, Google, Cohere, Pinecone and Qdrant.
Run and build with open AI models locally or in the cloud
Install once and pull open-weight models by name; Ollama handles weights, quantization and versioning for you.
A built-in server exposes a straightforward REST API, so scripts, editors and agents can talk to local models with minimal setup.
Route requests to hosted open models when your laptop cannot hold the checkpoint you need, with per-token pricing and concurrency tiers.
Access families such as Llama, Qwen, DeepSeek, Gemma, Mistral and gpt-oss from a single interface.
SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.
SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.
Give your AI agents secure, authenticated access to 1,700+ apps
Give your AI agents secure, authenticated access to 1,700+ apps
Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.
Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.
Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.
Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.
Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.
Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.
Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.
Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.
Baidu's one-stop platform for building, distributing and monetizing AI agents
Baidu's one-stop platform for building, distributing and monetizing AI agents
Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.
Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.
SpecialistThe managed vector database and knowledge engine for production AI
Free / Open-sourceOpen-source local AI server supporting multimodal inference including vision and speech, expanding beyond Ollama's text focus.
Free / Open-sourceOpen-source local AI server supporting multimodal inference including vision and speech, expanding beyond Ollama's text focus.
Free / Open-sourceOpen-source, high-performance vector search at any scale
Free / Open-sourceLocal coding agent that executes natural language instructions directly inside your terminal environment.
Free / Open-sourceLocal coding agent that executes natural language instructions directly inside your terminal environment.
